Making AI smarter without more training data | UCR News

A study by UC Riverside researchers offers a practical solution to one of artificial intelligence’s toughest challenges by enabling AI systems to reason more like humans, without requiring new training data beyond testing questions. In a preprint paper entitled “Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models”, assistant professor Yinglun Zhu and students introduce a…

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SoundHound AI: Buy or Sell in 2026?

SoundHound continues to post losses, but that’s because it funds ambitious projects. For its size, AI SoundHound (HER +6.62%) attracts a lot of attention. The company has a market capitalization of just $4.5 billion, but its average trading volume exceeds 21 million shares, more than double the trading volume of other stocks with a similar…

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Why Enterprises Keep Getting Stuck with Research Hardware

Share “AI Buyers’ Remorse: Why Companies Are Getting Stuck With Research Hardware” on Twitter Share “AI Buyer’s Remorse: Why Companies Get Stuck With Research Hardware” on Facebook Share “AI Buyer’s Remorse: Why Companies Get Stuck With Research Hardware” on LinkedIn Many customers purchase AI systems originally designed for research labs and attempt to integrate them…

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